SOTA Retrieval benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
THINGS-EEG 200-way zero-shot retrieval (Intra-Subject)	MB2L	Top-5 Accuracy99.5	125	26d ago
THINGS-EEG 200-way zero-shot retrieval (Inter-Subject)	MB2L	Top-1 Acc30	88	26d ago
MS MARCO (dev)	ERNIE-Search	MRR@100.401	84	3mo ago
TREC DL 2019	SPLADE-v3-DistilBERT	NDCG@1075.2	83	22d ago
Flickr2.4M (test)	QCQC (Blip2)	Ave Aes5.266	72	3mo ago
MS-COCO	QCQC (Ours)	Ave Aes5.109	72	3mo ago
HotpotQA	QRRanker-4B	R@596.9	68	5d ago
MS MARCO v1	Double-encoder - Seismic (Half-precision)	Retrieval Latency (ms)0.5	66	1mo ago
Natural Questions (test)	CoopRAG	Top-5 Recall92.1	62	3mo ago
Musique	HippoRAG2	F1 Score28.91	45	1mo ago
2Wiki	Ψ-RAG A	Recall@596.13	42	29d ago
Victorian Crime Diaries (VCD)	TCAR-Gen	Recall@550	40	1d ago
TREC-DL aggregate (test)		NDCG@1057.52	38	3mo ago
Economic	Poi.-RAG	NDCG@250.242	35	3mo ago
MLDR (test)	LMK	NDCG@1035	34	3mo ago
MTEB eng v2	Qwen-3-Embedding-8B	nDCG@1069.4	31	19d ago
QASPER (test)	DISRetrieval	F1 Score30.27	30	25d ago
CLERC	BGE-M3	R@10.806	30	2mo ago
COLIEE	E5-base	Recall@19.3	30	2mo ago
QAMPARI N=1000 (test)	Retrieve-Verify-Retrieve (FT (Di) + FT (Dr))	MRecall@10033.7	27	3mo ago
BelebeleRetrieval		nDCG@1096.26	26	14d ago
ChunQiuTR official (test)	CTD Qwen3-Embed-0.6B	R@159.23	25	1mo ago
StanfordCars	CS3H	mAP7.86	25	14d ago
LongMemEval		Recall@599	25	1mo ago
CommonsenseQA		Accuracy86.81	25	3mo ago

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